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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Dangling Detection | 6 | 1 | Feb 18, 2026 | |
| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 | |
| Hand Pressure Estimation | 6 | 4 | Jun 8, 2026 | |
| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 | |
| Avatar Fingerprinting | 6 | 2 | Apr 28, 2026 | |
| Fluid Dynamics Forecasting | 6 | 2 | May 20, 2026 | |
| Query Focused Summarization | 6 | 6 | Jun 26, 2026 | |
| Causal Question Answering | 6 | 2 | Feb 19, 2026 | |
| Interatomic potential modeling | 6 | 5 | Mar 9, 2026 | |
| Hyperspectral Semantic Segmentation |
| 6 |
| 2 |
| May 19, 2026 |
| Model Verification | 6 | 1 | Mar 30, 2026 |
|---|
| Spacecraft attitude control | 6 | 3 | Jul 1, 2026 |
|---|
| Python Coding | 6 | 3 | Feb 24, 2026 |
|---|
| Word Spotting | 6 | 11 | Feb 18, 2026 |
|---|
| Generalization Reasoning | 6 | 4 | May 29, 2026 |
|---|
| Energy-optimal path planning | 6 | 1 | Mar 30, 2026 |
|---|
| Credit Risk Prediction | 6 | 5 | Jun 11, 2026 |
|---|
| Autonomous Flight Planning | 6 | 2 | Mar 4, 2026 |
|---|
| Graph feature imputation | 6 | 2 | Feb 21, 2026 |
|---|
| Weed map representation | 6 | 1 | Feb 21, 2026 |
|---|
| Node-to-Graph Transfer | 6 | 1 | Feb 18, 2026 |
|---|
| Motivational Interviewing Dialogue Evaluation | 6 | 2 | May 11, 2026 |
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| Continuous control locomotion | 6 | 2 | May 29, 2026 |
|---|
| Graph-to-Node Transfer | 6 | 1 | Feb 18, 2026 |
|---|
| Synthetic Data Fidelity Evaluation | 6 | 1 | Mar 27, 2026 |
|---|